ONE Framework

A modular, multidimensional framework built to showcase researchers’ achievements. Available for over 15 million profiles globally.

ONE Framework

Living reference for the ONE framework. .

Updated: 2026-03-06

Framework map

Axis: Performance

4 dimensions Ā· 36 indicators
This supradimension captures the individual scientific contribution of a researcher based on the quantity, quality, and trajectory of their scholarly output.

Dimension: Academic Impact

This dimension captures the reach and influence of a researcher's work within their academic field. It reflects the extent to which their research has been cited and integrated into the broader scientific discourse, using metrics like total citations, Field Relative Citation Index (FRCI), Journal Relative Citation Index (JRCI), and the H-Index. By highlighting citation dynamics, this dimension demonstrates how a researcher's work shapes and informs future studies.
Indicators included:

Dimension: Academic Excellence

This dimension highlights the recognition of a researcher's most impactful and high-quality outputs, focusing on their contributions to shaping the frontier of knowledge. Indicators include the number of Highly Cited Papers (HCP), which are publications in the top 10% of citations globally, and Outstanding Papers (OP), those in the top 1%. Metrics also include relative indicators, such as the Relative Number of HCPs and OPs, which compare actual counts to the expected distribution.
Indicators included:

Dimension: Innovation & Originality

This dimension highlights a researcher's ability to contribute groundbreaking and creative ideas to their discipline. It emphasizes indicators of novelty, such as interdisciplinary linkages, disruptive research, and originality metrics derived from citation patterns, demonstrating how their work paves new paths in science and innovation.
Indicators included:

Dimension: Academic Activity

This dimension captures the consistency and volume of a researcher's scholarly output. By focusing on the total number of publications and related metrics, it provides a snapshot of the researcher's sustained contributions over their career.
Indicators included:

Axis: Interaction withing scientific Community

4 dimensions Ā· 47 indicators
This supradimension reflects a researcher's engagement, recognition, and influence within the academic community, including contributions that shape and sustain the scientific ecosystem beyond publishing.

Dimension: Leadership

Captures the researcher's ability to lead initiatives and contribute to the academic community through roles such as Principal Investigator, mentorship, conference chairing, founding societies, and editorial positions. It reflects both individual and community-driven leadership.
Indicators included:

Dimension: Mobility & Collaboration

This dimension captures the breadth and diversity of a researcher's collaborations, focusing on their ability to work across institutions, countries, and disciplines. Indicators include geographical mobility, international co-authorship, and diversity of collaborating institutions, showcasing the researcher's adaptability and global engagement.
Indicators included:

Dimension: Community Support

This dimension highlights a researcher's engagement in nurturing the academic ecosystem, focusing on activities such as peer review, editorial roles, and advisory panel memberships. It demonstrates their dedication to supporting the integrity and progress of the scientific community.
Indicators included:

Dimension: Community Recognition

This dimension captures the acknowledgment and respect a researcher receives from their peers through invited talks, keynote addresses, and honorary positions. It reflects their reputation and influence within the academic community.
Indicators included:

Axis: Interaction with Society

4 dimensions Ā· 48 indicators
This supradimension captures a researcher's capacity to connect with broader societal needs through knowledge transfer, collaboration beyond academia, and contributions that inform policy, innovation, or public understanding.

Dimension: Openness

This dimension captures a researcher's commitment to transparency and accessibility in science. Indicators include the percentage of open access publications, shared datasets, pre-prints, and software, reflecting their contribution to fostering an open and collaborative research environment.
Indicators included:

Dimension: Transference

This dimension highlights a researcher's ability to translate academic knowledge into real-world applications. Indicators include patents, citations in policy documents, and collaborations with industry or government entities, showcasing their contribution to societal innovation and problem-solving.
Indicators included:

Dimension: Public Outreach

This dimension captures a researcher's efforts to engage with broader audiences, emphasizing activities such as public lectures, general audience articles, and educational materials. It reflects their ability to make complex research accessible and relevant to society.
Indicators included:

Dimension: Fundraising

This dimension highlights a researcher's resourcefulness in securing funding for their work. Indicators include competitive grants, industry sponsorships, and philanthropic contributions, showcasing their ability to sustain and expand research initiatives.
Indicators included:

Axis: Integrity

7 dimensions Ā· 35 indicators
This supradimension captures signals related to the reliability, responsibility, and trustworthiness of a researcher's scholarly record. It focuses on contextual integrity signals rather than performance, supporting safer, fairer, and more explainable research assessment.

Dimension: Publication Record Integrity

This dimension captures integrity-related events and venue-status signals directly attached to the publication record.
Indicators included:

Dimension: Data Quality & Record Consistency

This dimension evaluates the consistency and verifiability of a researcher's profile across sources such as CV data, OpenAlex records, and institutional affiliations.
Indicators included:

Dimension: Authorship & Contribution Integrity

This dimension captures authorship-network and contribution-pattern signals that may indicate anomalous or non-standard authorship behaviour.
Indicators included:

Dimension: Temporal Integrity & Output Dynamics

This dimension contextualises output and collaboration dynamics over time using cohort-normalised distributions.
Indicators included:

Dimension: Mentorship & Lineage Integrity

This dimension captures the structure, completeness, and mentoring-environment signals associated with advisory and mentoring relationships. It combines lineage transparency with structured feedback from mentees on mentoring quality, including responsible research guidance.
Indicators included:

Dimension: Commitments, Pledges & Verified Behaviour

This dimension captures positive integrity signals derived from explicit commitments, pledges, and verification actions.
Indicators included:

Dimension: Review & Gatekeeping Integrity

This dimension captures integrity-related signals associated with editorial and peer-review roles.
Indicators included:

Indicators

Get to know the indicators currently included in the framework.

140 results
Advisor Board

Number of advisory boards or high-level evaluative or advisory committees (e.g., major funding calls, awards, or research programs such as ERC, NSF, NIH, Japan - for advisory activities in companies use Advisory Board in the Transference dimension), on which the author has served, reflecting their expertise and contributions to high-level decision-making processes.

Axis: Interaction withing scientific Community
Dimension: Community Recognition
Advisor Career Support

Average rating of an advisor’s ability to support mentees in career development, funding, and progression.

Axis: Interaction withing scientific Community, Integrity
Dimension: Community Support, Mentorship & Lineage Integrity
Advisor Collaboration Opportunities

Average rating of an advisor’s effectiveness in facilitating collaborations and networking opportunities.

Axis: Interaction withing scientific Community, Integrity
Dimension: Community Support, Mentorship & Lineage Integrity
Advisor Inclusivity

Average rating of an advisor’s ability to foster an inclusive, respectful, and supportive environment.

Axis: Interaction withing scientific Community, Integrity
Dimension: Community Support, Mentorship & Lineage Integrity
Advisor Integrity & Ethics Guidance

Average rating of an advisor’s guidance on research integrity, responsible conduct of research, authorship practices, data management, and ethical decision-making.

Axis: Integrity
Dimension: Mentorship & Lineage Integrity
Advisor Scientific Guidance

Average rating of an advisor’s ability to provide scientific and technical guidance to mentees.

Axis: Interaction withing scientific Community, Integrity
Dimension: Community Support, Mentorship & Lineage Integrity
Advocacy

Number of times the author has actively advocated for causes or policies related to their expertise.

Axis: Interaction with Society
Dimension: Public Outreach
Affiliation Consistency

Score reflecting the consistency and verifiability of reported affiliations, based on the presence of persistent institutional identifiers (e.g. ROR IDs) in affiliation records.

Axis: Integrity
Dimension: Data Quality & Record Consistency
Appointments

Number of formal appointments held by the researcher, including academic, institutional, advisory, or governance roles.

Axis: Interaction withing scientific Community
Dimension: Community Recognition
Artistic performances

Number of artistic performances.

Axis: Performance
Dimension: Academic Activity
Authors per Paper

Average number of authors per paper.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
Best Advisor Skills (Cohort)

Cohort-level aggregation identifying the skills most valued by mentees in their advisors, based on structured feedback.

Axis: Interaction withing scientific Community, Integrity
Dimension: Community Recognition, Mentorship & Lineage Integrity
Book Chapters

Number of individual chapters contributed to edited volumes, reflecting expertise within collaborative works.

Axis: Performance
Dimension: Academic Activity
Book Editor

Number of times the author served as an editor of a book.

Axis: Interaction withing scientific Community
Dimension: Leadership
Books

Number of books authored by the researcher, including academic, professional, or outreach publications.

Axis: Performance, Interaction with Society
Dimension: Academic Activity, Transference
Chair

Number of times the author chaired a meeting, committee, or panel.

Axis: Interaction withing scientific Community
Dimension: Leadership
Citable Documents

Total count of journal articles, conference proceedings, and review papers, which serve as common vehicles for disseminating research findings.

Axis: Performance
Dimension: Academic Activity
Citation count

Total citations for all publications attributed to the author.

Axis: Performance
Dimension: Academic Impact
Citation Uniqueness Ratio

The proportion of citations received that originate from works in emerging fields or novel areas of study.

Axis: Performance
Dimension: Innovation & Originality
Citations from Patents

Number of citations from patent documents.

Axis: Interaction with Society
Dimension: Transference
Citations from Policy Documents

Number of citations from policy documents.

Axis: Interaction with Society
Dimension: Transference
Cited in Guidelines

Number of the author's publications are cited in guidelines.

Axis: Interaction with Society
Dimension: Transference
Coauthor Turnover Rate

Cohort-contextualised indicator describing the rate of change in a researcher’s coauthor network over time (e.g., proportion of new vs recurring coauthors year-to-year). This is a diagnostic signal intended to support review and interpretation, not to judge collaboration practices.

Axis: Integrity
Dimension: Authorship & Contribution Integrity
Collections

Number of curated or created collections (e.g., specimen banks, historical archives, reference datasets, or publicly shared resource repositories) developed by the researcher and made accessible for scholarly or educational use.

Axis: Performance
Dimension: Academic Activity
Committee Member

Times the author served on organizing committees.

Axis: Interaction withing scientific Community
Dimension: Leadership
Company Advisory Board

Number of advisory boards within companies or industry organizations on which the author has served, highlighting their influence and contribution to any sector of the economy: commercial, industrial or raw materials.

Axis: Interaction with Society
Dimension: Transference
Competitive Grants

The number of grants awarded to the researcher through competitive funding processes.

Axis: Interaction with Society
Dimension: Fundraising
Consulting Activities

Number of consulting engagements provided by the researcher to external organizations, typically project-based or time-bounded, including expert consulting and technical advisory services.

Axis: Interaction with Society
Dimension: Transference
Countries per Paper

Average number of countries represented per paper.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
Creative and Heritage Pieces

Number of creative or heritage-related pieces produced, curated, or contributed to by the researcher, including artistic works and archaeological or cultural heritage artifacts.

Axis: Interaction with Society
Dimension: Openness
Crowdfunding

Total number of successful crowdfunding campaigns conducted by the researcher through public platforms specifically designed to support research projects.

Axis: Interaction with Society
Dimension: Fundraising
Datasets

Number of datasets shared in open repositories.

Axis: Interaction with Society
Dimension: Openness
Demonstrations, Manuals, or Kits

Number of practical demonstrations, manuals, or educational kits created by the author.

Axis: Interaction with Society
Dimension: Public Outreach
Designs

Number of designs authored by the researcher.

Axis: Interaction with Society
Dimension: Transference
Disruptive Innovation Score

Quantifies how much a researcher's publications disrupt existing knowledge by replacing prior work in subsequent citations.

Axis: Performance
Dimension: Innovation & Originality
Distinctions

Number of distinctions, awards, honors, or recognitions received by the researcher in academic, professional, or societal contexts.

Axis: Interaction withing scientific Community
Dimension: Community Recognition
Diversity of Collaborating Institutions Index

Number of distinct institutions types (e.g., university, research center, private company, etc), with which the researcher has been affiliated throughout their career.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
Documents

Count of all publications across different types (journals, proceedings, editorials, books, patents, reports, etc.).

Axis: Performance
Dimension: Academic Activity
Documents per Year

Total Documents divided by years active.

Axis: Performance
Dimension: Academic Activity
Editor

Number of times the author has been appointed as Editor

Axis: Interaction withing scientific Community
Dimension: Leadership
Editorial Board Memberships

Number of editorial board memberships held by the researcher in scholarly journals, book series, or academic publishing platforms.

Axis: Interaction withing scientific Community
Dimension: Community Recognition
Editorials

Number of editorials written by the author

Axis: Interaction withing scientific Community
Dimension: Leadership
Educational Committee Memberships

Number of educational committees, boards, or academic governance bodies in which the researcher has served, contributing to curriculum design, program evaluation, or academic policy.

Axis: Interaction withing scientific Community
Dimension: Leadership
Entrepreneur

Number of companies or spinoffs founded by the author.

Axis: Interaction with Society
Dimension: Transference
Essays

Number of essays authored by the researcher (e.g., reflective, opinion, or narrative pieces) related to research, higher education, science, or societal topics, published in any medium.

Axis: Performance
Dimension: Academic Activity
Exhibitions

Number of exhibitions or public events where the author has palyed any of these roles: advisor, commisioner, contributor.

Axis: Interaction with Society
Dimension: Public Outreach
Field Relative Citation Index

Ratio of citations to a given work to the average citations for works of the same type, year, and discipline.

Axis: Performance
Dimension: Academic Impact
Forward Linkage to Patents

Measures the number of times a researcher's publications are cited in patents.

Axis: Performance
Dimension: Innovation & Originality
Funding Diversity Index

Measures the diversity of funding sources secured by the researcher, including government grants, philanthropic donations, and private sponsorships.

Axis: Interaction with Society
Dimension: Fundraising
Gene Sequences

Number of genetic sequences shared in databases such as PubMed.

Axis: Interaction with Society
Dimension: Openness
General Audience Articles

Number of non-academic publications authored by the researcher to communicate scientific knowledge to the general public. This includes online blogs, articles in newspapers or in popular science magazines, and other formats aimed at making complex topics accessible and engaging for a broader audience.

Axis: Interaction with Society
Dimension: Public Outreach
General Audience Talks

Number of oral presentations delivered by the researcher for general audiences.

Axis: Interaction with Society
Dimension: Public Outreach
Geographical Mobility

Number of distinct countries involved in documents in internacional collaboration.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
Governing Board

Number of governing boards on which the author has served, reflecting their expertise and contributions to high-level decision-making processes.

Axis: Interaction withing scientific Community
Dimension: Community Recognition
Guidelines

Number of guidelines authored by the researcher.

Axis: Interaction with Society
Dimension: Transference
H Index

Maximum value of h such that the author has at least h papers, each cited at least h times.

Axis: Performance
Dimension: Academic Impact
Highly Cited Paper 10%

Count of publications within the 90th percentile of citations among works of the same type, year, and discipline.

Axis: Performance
Dimension: Academic Excellence
Institutional Sponsorships

Number of projects, events, or initiatives supported through financial sponsorships from institutions, corporations, or foundations, reflecting the author's ability to attract and collaborate with external partners to fund their research.

Axis: Interaction with Society
Dimension: Fundraising
Institutions per Paper

Average number of organizations per paper.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
Interdisciplinary Linkage Index

Quantifies the degree to which a researcher's publications connect previously unrelated fields or disciplines.

Axis: Performance
Dimension: Innovation & Originality
Interdisciplinary Mobility

Number of distinct academic fields or disciplines the author has engaged in.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
International Co-Authorship Network Size

Total number of unique international co-authors an author has collaborated with throughout their career.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
International Collaboration

Percentage of publications co-authored with researchers from different countries.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
International Funding Success

The amount of funding secured from international funding agencies or organizations.

Axis: Interaction with Society
Dimension: Fundraising
International Papers Lead

Percentage of international publications led by the author.

Axis: Interaction withing scientific Community
Dimension: Leadership
International Patent Coverage

Number of patents filed through international or regional routes, such as European (EPO) or International (PCT) filings.

Axis: Interaction with Society
Dimension: Transference
Interviews

Number of interviews in which the researcher participated to communicate scientific knowledge, expertise, or research-related perspectives to non-specialist audiences. This includes interviews in newspapers, magazines, radio, television, podcasts, online media, and other public-facing formats.

Axis: Interaction withing scientific Community, Interaction with Society
Dimension: Community Recognition, Public Outreach
Invited Professorship

Number of appointments as invited professor, visiting scholar, or lecturer.

Axis: Interaction withing scientific Community
Dimension: Community Recognition
Journal Delisting Events

Number of journal delisting events affecting venues where the researcher has published, based on authoritative indexing or registry sources. Events are recorded independently of author intent.

Axis: Integrity
Dimension: Publication Record Integrity
Journal Relative Citation Index

Ratio of citations to a given work to the average citations for works of the same type, year, and journal.

Axis: Performance
Dimension: Academic Impact
Leading Other Initiatives

Number of times the author has led initiatives for the scientific community, such as creating repositories for data or methods.

Axis: Interaction withing scientific Community
Dimension: Leadership
Licensed or Exploited Patents

Number of patents reported as licensed or exploited, excluding those marked as 'not yet'.

Axis: Interaction with Society
Dimension: Transference
Lineage Completeness

Score reflecting the completeness of mentorship and advisory lineage records, based on the presence of key fields such as role, institution, and time period.

Axis: Integrity
Dimension: Mentorship & Lineage Integrity
Mentorship Quality Composite

Weighted composite indicator reflecting overall mentorship quality, combining scientific guidance, career support, collaboration opportunities, and inclusivity.

Axis: Interaction withing scientific Community, Integrity
Dimension: Community Support, Mentorship & Lineage Integrity
Methods

The number of 'how-to' documents or resources shared with peers, including but not limited to mathematical, experimental, chemical, computational, and laboratory techniques.

Axis: Interaction with Society
Dimension: Openness
Monographies

Number of monographs authored or co-authored by the researcher.

Axis: Performance
Dimension: Academic Activity
Multi-authored Papers

Percentage of attributed publications with number of authors over the Percentile 90 in the field.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
Music Pieces

Number of original music pieces composed or published by the author as part of their research-related, educational, or outreach activities.

Axis: Performance
Dimension: Academic Activity
Networks

Number of collaborative networks in which the researcher participates.

Axis: Interaction withing scientific Community
Dimension: Mobility & Collaboration
Non-Self-Citation Rate

The percentage of the author's total citations that come from external sources, excluding self-citations. This indicator highlights the influence of the author's work on the broader research community, showing how often their research is cited by other researchers.

Axis: Performance
Dimension: Academic Impact
Novelty

Measures the diversity of citations received, focusing on whether the citing works span multiple disciplines or research areas.

Axis: Performance
Dimension: Innovation & Originality
Number of Citable Documents Lead

Number of documents where the author is in a leading authorship position, specifically as the first author, last author, or corresponding author, indicating their primary role in the research work.

Axis: Interaction withing scientific Community
Dimension: Leadership
Open Access

Percentage of publications available in open-access format.

Axis: Interaction with Society
Dimension: Openness
Original Research Contribution Index

Measures the proportion of publications where the researcher is the first or sole author in a novel topic area.

Axis: Performance
Dimension: Innovation & Originality
Other Outputs

Number of other research-related outputs produced by the researcher that do not fall into standard publication or activity categories.

Axis: Performance, Interaction with Society
Dimension: Academic Activity, Public Outreach
Outstanding Papers

Count of publications within the 99th percentile of citations among works of the same type, year, and discipline.

Axis: Performance
Dimension: Academic Excellence
Panelist

Number of times the author has served as a panelist or member of an evaluative committee for calls or awards.

Axis: Interaction withing scientific Community
Dimension: Community Support
Paper-mill Risk Signals

Count of detected anomaly signals that may warrant review for potential paper-mill style patterns. Signals are heuristic and governance-sensitive, and do not constitute evidence of misconduct.

Axis: Integrity
Dimension: Authorship & Contribution Integrity
Patent Jurisdiction Diversity

Number of distinct patent jurisdictions or filing routes represented in the researcher's patent record.

Axis: Interaction with Society
Dimension: Transference
Patents

Number of patents filed, granted, or licensed by the researcher, reflecting technological innovation and knowledge transfer activities.

Axis: Interaction with Society
Dimension: Transference
Patents with Global Reach

Number of patents filed via the International (PCT) route, typically indicating intent to seek protection across multiple jurisdictions.

Axis: Interaction with Society
Dimension: Transference
Philanthropy

Number of projects funded by philanthropic organizations, foundations, or individuals who contribute to research projects out of a commitment to advancing science or addressing societal challenges.

Axis: Interaction with Society
Dimension: Fundraising
PI Clinical Trials

Number of clinical trials for which the author was the Principal Investigator.

Axis: Interaction withing scientific Community
Dimension: Leadership
PI Large-Scale Project

The number of large-scale, multi-institutional projects or research programs led by the researcher.

Axis: Interaction withing scientific Community
Dimension: Leadership
PI Projects

Number of times the author served as Principal Investigator in competitive funding projects.

Axis: Interaction withing scientific Community
Dimension: Leadership
Poster Presentations

Number of poster presentations delivered by the researcher at scientific conferences, workshops, or academic events.

Axis: Performance
Dimension: Academic Activity
Pre-print

Number of publications freely available in pre-print format.

Axis: Interaction with Society
Dimension: Openness
Projects Funded by the EU Commission

Number of projects funded by the European Union Commission.

Axis: Interaction with Society
Dimension: Fundraising
Protein & aa Sequences

Number of proteins and amino acid sequences shared.

Axis: Interaction with Society
Dimension: Openness
Public-Private Publications

Number of publications with public-private institutional affiliations.

Axis: Interaction with Society
Dimension: Transference
Public-Private Publications Lead

Percentage of public-private sector publications led by the author.

Axis: Interaction withing scientific Community
Dimension: Leadership
Publication Corrections

Number of published corrections associated with the researcher’s scholarly works. Corrections are contextual integrity signals attached to publications and do not imply misconduct.

Axis: Integrity
Dimension: Publication Record Integrity
Publication Curation Actions

Number of publication curation actions performed by the researcher to improve the accuracy of their publication record, including removing misattributions and resolving duplicates.

Axis: Integrity
Dimension: Data Quality & Record Consistency
Publication Record Deviation

Categorical indicator reflecting the degree of discrepancy between the number of publications reported in the CV and the number of publications associated with the researcher in external bibliographic sources (e.g. OpenAlex). Levels are scaled relative to record size and intended to signal whether author review is recommended.

Axis: Integrity
Dimension: Data Quality & Record Consistency
Publication record validated

Indicates that the researcher has completed an authorship review process and confirmed their publication record within the defined validity window.

Axis: Integrity
Dimension: Data Quality & Record Consistency
Publications

Total number of scholarly works reported in the CV, including journal articles, conference papers, reviews, preprints, books, chapters, editorials, corrections, and other scholarly outputs.

Axis: Performance
Dimension: Academic Activity
Publications in Discontinued Venues

Number of publications appearing in journals or venues that have been discontinued, removed, or are no longer active. This indicator provides contextual information about the publication record.

Axis: Integrity
Dimension: Publication Record Integrity
Publications in Predatory Venues

Number of publications appearing in venues flagged as potentially predatory according to curated or external reference lists. These signals are provided for contextual review.

Axis: Integrity
Dimension: Publication Record Integrity
Relative number of HCP

Ratio between the actual number of HCPs and the expected number (10% of the author's publications).

Axis: Performance
Dimension: Academic Excellence
Relative number of OP

Ratio between the actual number of OPs and the expected number (1% of the author's publications).

Axis: Performance
Dimension: Academic Excellence
Reports

Number of research reports, white papers, or similar documents authored by the researcher, which provide detailed analysis or findings on specific topics, often for practical application or policy guidance.

Axis: Performance, Interaction with Society
Dimension: Academic Activity, Public Outreach
Repository Publications

Number of publications available in freely accessible repositories.

Axis: Interaction with Society
Dimension: Openness
Reviewer

Number of times the author has peer-reviewed publications.

Axis: Interaction withing scientific Community
Dimension: Community Support
Role Diversity in Lineage

Number of distinct mentorship roles represented in the researcher’s lineage (e.g., advisor, advisee, mentor, mentee), indicating diversity of mentoring engagement.

Axis: Integrity
Dimension: Mentorship & Lineage Integrity
Safety & Inclusion Support

Voluntary contributions to creating safe, respectful, and gender-inclusive research environments. This includes counselling, mentoring, allyship, and support to colleagues facing harassment, discrimination, or gender-related challenges.

Axis: Interaction withing scientific Community, Integrity
Dimension: Community Support, Mentorship & Lineage Integrity
Samples

Number of shared samples, including biological specimens, synthetic materials, circuits, devices, or other physical prototypes provided for research or educational purposes.

Axis: Interaction with Society
Dimension: Openness
School Activities

Number of educational activities or programs led by the author in elementary schools, such as workshops, talks, or special learning sessions for students.

Axis: Interaction with Society
Dimension: Public Outreach
Science and Policy Advisory

Counts verified or declared science-for-policy advisory and communication activities (e.g., ONAC, SAM, ministerial consultations, international panels). Weighted by advisory level.

Axis: Interaction with Society
Dimension: Transference
Scientific Council Founding Member

Number of times the author has been among the founders of a scientific Council.

Axis: Interaction withing scientific Community
Dimension: Leadership
Scientific Journal Founding Member

Number of times the author has been among the founders of a scientific journal.

Axis: Interaction withing scientific Community
Dimension: Leadership
Self-Citation Rate

The percentage of the author's total citations that are self-citations, reflecting the proportion of citations attributed to the author's own prior work. This metric provides insight into the extent to which the author references their previous studies within their research output.

Axis: Performance
Dimension: Academic Impact
Self-Citations

Citations where the author references their own previous work, indicating the continuity or development of their research. This metric reflects how often an author builds upon their prior studies, which can provide insights into the progression and interconnectedness of their research contributions.

Axis: Performance
Dimension: Academic Impact
Society Founder

Number of scientific societies founded by the author.

Axis: Interaction withing scientific Community
Dimension: Leadership
Society Member

Number of scientific societies of which the author is a member.

Axis: Interaction withing scientific Community
Dimension: Community Support
Software

Number of software applications or libraries shared on repositories like GitHub.

Axis: Interaction with Society
Dimension: Openness
Sponsorship Activities

Number of instances in which the researcher actively sponsored or endorsed others by using their professional position, reputation, or networks to support opportunities such as nominations, recommendations, or formal endorsements.

Axis: Interaction withing scientific Community
Dimension: Community Support
Sponsorship Received

Instances in which the researcher has received sponsorship or endorsement through professional, institutional, or programme-based support.

Axis: Interaction withing scientific Community
Dimension: Community Support
Sudden Authorship Pattern Shifts

Categorical indicator flagging abrupt changes in authorship patterns (e.g., sudden shifts in author position distribution, coauthor counts, venue mix, or field mix) relative to the researcher’s prior trajectory and cohort context. Intended as a diagnostic prompt for author review.

Axis: Integrity
Dimension: Authorship & Contribution Integrity
Teaching activities

Number of teaching activities carried out in an academic environment beyond the standard teaching duties associated with a professorship.

Axis: Performance, Interaction withing scientific Community, Interaction with Society
Dimension: Academic Activity, Leadership, Transference
Teaching Institutions

Number of distinct institutions where the researcher has performed teaching activities, based on reported teaching records.

Teaching Levels

Number of distinct teaching levels at which the researcher has taught, such as degree, master’s, and doctoral programmes.

Thesis Supervision

Number of academic supervision activities carried out by the researcher, including undergraduate final projects, master’s theses, and doctoral dissertations, reflecting their contribution to training and mentorship.

Axis: Interaction with Society
Dimension: Transference
Total Funding Secured

The cumulative amount of funding secured by the researcher from competitive grants, contracts, and sponsorships (all sources).

Axis: Interaction with Society
Dimension: Fundraising
Trending Papers

Number citable documents reciving more citations than the 90% of documents in the field in the last x months

Axis: Performance
Dimension: Academic Impact
Uncited Publications Rate

Percentage of the author's publications that have not been cited by other researchers, reflecting the reach and influence of their research output within the academic community.

Axis: Performance
Dimension: Academic Impact
US Projects

Number of projects funded by the United States Government.

Axis: Interaction with Society
Dimension: Fundraising
Utility Model

Number of utility models authored by the researcher.

Axis: Interaction with Society
Dimension: Transference
Video and Podcast Channels

Number of multimedia channels managed by the author for science communication.

Axis: Interaction with Society
Dimension: Public Outreach